Invention Application
- Patent Title: SYSTEMS AND METHODS FOR STRUCTURED STEM AND SUFFIX LANGUAGE MODELS
- Patent Title (中): 结构化和语言模型的系统和方法
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Application No.: US14841047Application Date: 2015-08-31
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Publication No.: US20160275941A1Publication Date: 2016-09-22
- Inventor: Jerome R. BELLEGARDA , Sibel YAMAN
- Applicant: Apple Inc.
- Main IPC: G10L15/06
- IPC: G10L15/06 ; G10L15/04 ; G10L15/197

Abstract:
Systems and methods are disclosed for predicting words using a structured stem and suffix n-gram language model. The systems and methods include determining, using a first n-gram word language model, a first probability of a stem based on a first portion of a previously-input word in the received input. Using a second n-gram language model, a second probability of a first suffix may be determined based at least on a second portion the previously-input word in the received input. Further, a third probability of a second suffix different from the first suffix may be determined using a third n-gram language model based at least on a third portion of the previously-input word in the received input. A fourth probability of a predicted word may be determined based on the first, second and third probabilities. One or more predicted words may be determined and provided as an output to the user.
Public/Granted literature
- US09899019B2 Systems and methods for structured stem and suffix language models Public/Granted day:2018-02-20
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